generate-validation-notebook
OfficialAuto-generates SQL validation notebooks for dbt
Authormonte-carlo-data
Version1.0.0
Installs0
System Documentation
What problem does it solve?
dbt model changes require validated data quality across environments; this skill automates the generation of SQL validation notebooks to compare baseline and development data.
Core Features & Use Cases
- Identify changed dbt models from a PR or local repository and generate a Monte Carlo SQL Notebook with validation queries.
- Resolve per-model schemas using dedicated schema-resolution scripts and produce parameterized notebooks for prod/dev contexts.
- Publish an import URL to open the notebook in Monte Carlo Bridge for interactive validation.
Quick Start
Invoke the skill with a PR URL or a local dbt repository path to generate a validation notebook.
Dependency Matrix
Required Modules
pyyaml
Components
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: generate-validation-notebook Download link: https://github.com/monte-carlo-data/mc-agent-toolkit/archive/main.zip#generate-validation-notebook Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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